The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 24 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 Jun 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 51 23 44
Rank change year-on-year
-28 +21
Contract jobs citing Data Warehouse 48 84 45
As % of all contract IT jobs located in Edinburgh 3.56% 5.80% 3.45%
As % of the Database & Business Intelligence category 16.61% 29.37% 18.00%
Number of daily rates quoted 41 51 23
Median daily rate £430 £363 £400
Median daily rate % change year-on-year
+18.62% -9.37%
90% offered a daily rate of more than £325 £270 £350
10% offered a daily rate of more than £500 £475 £475
UK excluding London median daily rate £410 £375 £375
% change year-on-year
+9.33% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £31.50 £41.00
% change year-on-year
-34.92% -23.17%
Data Warehouse
Scotland

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Contract IT job ads with a match in the
Database & Business Intelligence category
289 286 250
As % of all contract IT jobs located in Edinburgh 21.46% 19.75% 19.14%
Number of daily rates quoted 155 167 141
Median daily rate £375 £350 £355
Median daily rate % change year-on-year
+7.14% -1.40%
90% offered a daily rate of more than £250 £260 £260
10% offered a daily rate of more than £500 £475 £475
UK excluding London median daily rate £380 £350 £350
% change year-on-year
+8.57% -
Number of hourly rates quoted 1 2 0
Median hourly rate £42.50 £42.50 -
UK excluding London median hourly rate £31.27 £26.00 £30.00
% change year-on-year
+20.26% -13.33%

Data Warehouse
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Edinburgh

Data Warehouse
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Daily Rate Trend in Edinburgh

Data Warehouse
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Edinburgh region over the 3 months to 24 June 2016.

Data Warehouse Daily Rate Histogram in Edinburgh

Data Warehouse
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Hourly Rate Trend in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 June 2016, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Data Warehouse.

1 77 (66.96%) Finance
2 60 (52.17%) ETL
3 41 (35.65%) Migration
4 39 (33.91%) Banking
4 39 (33.91%) SQL
5 37 (32.17%) Data Modelling
6 29 (25.22%) Oracle
6 29 (25.22%) Data Migration
7 27 (23.48%) Retail
8 26 (22.61%) Business Intelligence
9 25 (21.74%) SAS
10 24 (20.87%) Stakeholder Management
11 23 (20.00%) SQL Server
11 23 (20.00%) Retail Banking
12 21 (18.26%) Data Architecture
13 19 (16.52%) User Acceptance Testing
13 19 (16.52%) Teradata
14 18 (15.65%) Analytics
14 18 (15.65%) Enterprise Data Warehouse
15 15 (13.04%) Data Quality
15 15 (13.04%) Data Management
16 14 (12.17%) Dimensional Modelling
17 13 (11.30%) Informatica
18 12 (10.43%) Microsoft
18 12 (10.43%) SQL Server Integration Services
19 11 (9.57%) SQL Server Reporting Services
20 10 (8.70%) Analytical Skills
21 9 (7.83%) Business Analysis
21 9 (7.83%) Software Testing
21 9 (7.83%) BusinessObjects

Data Warehouse
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 25 (21.74%) SAS
2 2 (1.74%) PowerExchange
2 2 (1.74%) SharePoint
3 1 (0.87%) Oracle Workflow
3 1 (0.87%) SharePoint 2010
Applications
1 6 (5.22%) MS Excel
2 5 (4.35%) MS Project
3 3 (2.61%) MS PowerPoint
4 2 (1.74%) MS Visio
Business Applications
1 1 (0.87%) Cognos TM1
Cloud Services
1 5 (4.35%) Microsoft Azure
2 2 (1.74%) Amazon AWS
3 1 (0.87%) SaaS
Communications & Networking
1 1 (0.87%) Internet
1 1 (0.87%) LAN
1 1 (0.87%) SAN
1 1 (0.87%) Wi-Fi
1 1 (0.87%) WLAN
Database & Business Intelligence
1 23 (20.00%) SQL Server
2 18 (15.65%) Enterprise Data Warehouse
3 12 (10.43%) SQL Server Integration Services
4 11 (9.57%) SQL Server Reporting Services
5 9 (7.83%) BusinessObjects
6 8 (6.96%) SQL Server Analysis Services
7 7 (6.09%) SQL Server 2008
7 7 (6.09%) SQL Server 2012
8 6 (5.22%) Oracle Database
9 5 (4.35%) Big Data
9 5 (4.35%) Data Mart
9 5 (4.35%) Hadoop
9 5 (4.35%) Microsoft Analysis Services
10 4 (3.48%) Oracle Database 11g
10 4 (3.48%) PowerCenter
10 4 (3.48%) Relational Database
10 4 (3.48%) SQL Server 2014
11 3 (2.61%) DataStage
11 3 (2.61%) HDInsight
11 3 (2.61%) OLTP
Development Applications
1 5 (4.35%) Team Foundation Server
2 3 (2.61%) Git (software)
3 2 (1.74%) ERwin
3 2 (1.74%) Visual Studio Tools for Office
4 1 (0.87%) gulp
4 1 (0.87%) Jasmine
4 1 (0.87%) Karma Test Runner
4 1 (0.87%) Protractor
4 1 (0.87%) SQL Server Management Studio (SSMS)
4 1 (0.87%) Subversion
4 1 (0.87%) Visual Studio
General
1 77 (66.96%) Finance
2 39 (33.91%) Banking
3 27 (23.48%) Retail
4 23 (20.00%) Retail Banking
5 4 (3.48%) Law
6 2 (1.74%) Marketing
7 1 (0.87%) General Ledger
Job Titles
1 36 (31.30%) Analyst
2 33 (28.70%) Architect
3 24 (20.87%) Data Architect
4 14 (12.17%) Data Warehouse Architect
5 13 (11.30%) Developer
6 12 (10.43%) Solutions Architect
6 12 (10.43%) Test Analyst
7 11 (9.57%) Business Analyst
8 9 (7.83%) Data Analyst
8 9 (7.83%) SQL Developer
9 8 (6.96%) Business Intelligence Developer
9 8 (6.96%) Senior Analyst
9 8 (6.96%) SQL BI Developer
10 7 (6.09%) Data Warehouse Analyst
11 6 (5.22%) Consultant
11 6 (5.22%) ETL Analyst
11 6 (5.22%) Project Manager
12 5 (4.35%) Migration Analyst
12 5 (4.35%) Migration Manager
12 5 (4.35%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (1.74%) Web Services
2 1 (0.87%) .NET
2 1 (0.87%) AngularJS
2 1 (0.87%) CSS
2 1 (0.87%) CSS3
2 1 (0.87%) D3.js
2 1 (0.87%) HTML
2 1 (0.87%) HTML5
2 1 (0.87%) Laravel
2 1 (0.87%) LESS
2 1 (0.87%) Middleware
2 1 (0.87%) PostGIS
2 1 (0.87%) Sass
2 1 (0.87%) SVG
2 1 (0.87%) Twitter Bootstrap
Miscellaneous
1 10 (8.70%) Analytical Skills
2 8 (6.96%) Credit Risk
3 6 (5.22%) Data Integration
4 5 (4.35%) Hybrid Cloud
5 4 (3.48%) Management Information System
6 2 (1.74%) Data Extraction
6 2 (1.74%) Mainframe
6 2 (1.74%) Visualisation
7 1 (0.87%) Data Structures
7 1 (0.87%) Fintech
7 1 (0.87%) Private Cloud
7 1 (0.87%) Reference Data
7 1 (0.87%) User Experience
Operating Systems
1 5 (4.35%) Unix
2 1 (0.87%) Linux
2 1 (0.87%) Windows
Processes & Methodologies
1 60 (52.17%) ETL
2 41 (35.65%) Migration
3 37 (32.17%) Data Modelling
4 29 (25.22%) Data Migration
5 26 (22.61%) Business Intelligence
6 24 (20.87%) Stakeholder Management
7 21 (18.26%) Data Architecture
8 19 (16.52%) User Acceptance Testing
9 18 (15.65%) Analytics
10 15 (13.04%) Data Management
11 14 (12.17%) Dimensional Modelling
12 9 (7.83%) Business Analysis
12 9 (7.83%) Software Testing
13 8 (6.96%) Data Analysis
13 8 (6.96%) Data Analytics
13 8 (6.96%) Project Management
13 8 (6.96%) Requirements Analysis
14 7 (6.09%) Agile Software Development
14 7 (6.09%) Asset Management
14 7 (6.09%) Defect Management
Programming Languages
1 39 (33.91%) SQL
2 6 (5.22%) T-SQL
3 5 (4.35%) PL/SQL
4 4 (3.48%) VBA
5 3 (2.61%) Java
6 2 (1.74%) Bash Shell
6 2 (1.74%) Python
7 1 (0.87%) C#
7 1 (0.87%) JavaScript
7 1 (0.87%) Perl
7 1 (0.87%) PHP
7 1 (0.87%) PowerShell
Qualifications
1 2 (1.74%) ISEB
2 1 (0.87%) Security Cleared
Quality Assurance & Compliance
1 15 (13.04%) Data Quality
2 6 (5.22%) QA
3 1 (0.87%) FATCA
3 1 (0.87%) Solvency II
Systems Management
1 8 (6.96%) HP Quality Center
Vendors
1 29 (25.22%) Oracle
2 19 (16.52%) Teradata
3 13 (11.30%) Informatica
4 12 (10.43%) Microsoft
5 3 (2.61%) Ab Initio
5 3 (2.61%) IBM
5 3 (2.61%) SAP
5 3 (2.61%) Trillium
6 2 (1.74%) CA
7 1 (0.87%) Cloudera
7 1 (0.87%) Cognos
7 1 (0.87%) GoldenSource
7 1 (0.87%) Nintex
7 1 (0.87%) Percona
7 1 (0.87%) RedGate
7 1 (0.87%) Sybase
Edinburgh, Midlothian
NCC Group
Rate: £280 per day
Posted: 3 days ago